ISR: The Iterated Score Regression-Based Estimation

We use the ISR to handle with PCA-based missing data with high correlation, and the DISR to handle with distributed PCA-based missing data. The philosophy of the package is described in Guo G. (2024) <doi:10.1080/03610918.2022.2091779>.

Getting started

Package details

AuthorGuangbao Guo [aut, cre] (ORCID: <https://orcid.org/0000-0002-4115-6218>), Haoyue Song [aut], Lixing Zhu [aut]
MaintainerGuangbao Guo <ggb11111111@163.com>
LicenseMIT + file LICENSE
Version2025.5.16
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ISR")

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ISR documentation built on June 8, 2025, 9:59 a.m.